• 使用materialization


    explain select `countries`.`id` AS `id`,`countries`.`sortname` AS `sortname`,`countries`.`name` AS `name`,`countries`.`phonecode` AS `phonecode` from `countries` where `countries`.`id` in (/* select#2 */ select `states`.`country_id` from `states`);

    +----+--------------+-------------+--------+---------------+------------+---------+-------------------+------+-------------+
    | id | select_type  | table       | type   | possible_keys | key        | key_len | ref               | rows | Extra       |
    +----+--------------+-------------+--------+---------------+------------+---------+-------------------+------+-------------+
    |  1 | SIMPLE       | countries   | ALL    | PRIMARY       | NULL       | NULL    | NULL              |  246 | Using where |
    |  1 | SIMPLE       | <subquery2> | eq_ref | <auto_key>    | <auto_key> | 4       | test.countries.id |    1 | NULL        |
    |  2 | MATERIALIZED | states      | ALL    | NULL          | NULL       | NULL    | NULL              | 4120 | NULL        |
    +----+--------------+-------------+--------+---------------+------------+---------+-------------------+------+-------------+
    QUERY: explain select `countries`.`id` AS `id`,`countries`.`sortname` AS `sortname`,`countries`.`name` AS `name`,`countries`.`phonecode` AS `phonecode` from `countries` where `countries`.`id` in ( select `states`.`country_id` from `states`)
                                TRACE: {
      "steps": [
        {
          "join_preparation": {
            "select#": 1,
            "steps": [
              {
                "join_preparation": {
                  "select#": 2,
                  "steps": [
                    {
                      "expanded_query": "/* select#2 */ select `states`.`country_id` from `states`"
                    },
                    {
                      "transformation": {
                        "select#": 2,
                        "from": "IN (SELECT)",
                        "to": "semijoin",
                        "chosen": true
                      }
                    }
                  ]
                }
              },
              {
                "expanded_query": "/* select#1 */ select `countries`.`id` AS `id`,`countries`.`sortname` AS `sortname`,`countries`.`name` AS `name`,`countries`.`phonecode` AS `phonecode` from `countries` where `countries`.`id` in (/* select#2 */ select `states`.`country_id` from `states`)"
              }
            ]
          }
        },
        {
          "join_optimization": {
            "select#": 1,
            "steps": [
              {
                "transformation": {
                  "select#": 2,
                  "from": "IN (SELECT)",
                  "to": "semijoin",
                  "chosen": true,
                  "evaluating_constant_semijoin_conditions": [
                  ]
                }
              },
              {
                "transformations_to_nested_joins": {
                  "transformations": [
                    "semijoin"
                  ],
                  "expanded_query": "/* select#1 */ select `countries`.`id` AS `id`,`countries`.`sortname` AS `sortname`,`countries`.`name` AS `name`,`countries`.`phonecode` AS `phonecode` from `countries` semi join (`states`) where (1 and (`countries`.`id` = `states`.`country_id`))"
                }
              },
              {
                "condition_processing": {
                  "condition": "WHERE",
                  "original_condition": "(1 and (`countries`.`id` = `states`.`country_id`))",
                  "steps": [
                    {
                      "transformation": "equality_propagation",
                      "resulting_condition": "(1 and multiple equal(`countries`.`id`, `states`.`country_id`))"
                    },
                    {
                      "transformation": "constant_propagation",
                      "resulting_condition": "(1 and multiple equal(`countries`.`id`, `states`.`country_id`))"
                    },
                    {
                      "transformation": "trivial_condition_removal",
                      "resulting_condition": "multiple equal(`countries`.`id`, `states`.`country_id`)"
                    }
                  ]
                }
              },
              {
                "table_dependencies": [
                  {
                    "table": "`countries`",
                    "row_may_be_null": false,
                    "map_bit": 0,
                    "depends_on_map_bits": [
                    ]
                  },
                  {
                    "table": "`states`",
                    "row_may_be_null": false,
                    "map_bit": 1,
                    "depends_on_map_bits": [
                    ]
                  }
                ]
              },
              {
                "ref_optimizer_key_uses": [
                  {
                    "table": "`countries`",
                    "field": "id",
                    "equals": "`states`.`country_id`",
                    "null_rejecting": false
                  }
                ]
              },
              {
                "pulled_out_semijoin_tables": [
                ]
              },
              {
                "rows_estimation": [
                  {
                    "table": "`countries`",
                    "table_scan": {
                      "rows": 246,
                      "cost": 1
                    }
                  },
                  {
                    "table": "`states`",
                    "table_scan": {
                      "rows": 4120,
                      "cost": 12
                    }
                  }
                ]
              },
              {
                "execution_plan_for_potential_materialization": {
                  "steps": [
                    {
                      "considered_execution_plans": [
                        {
                          "plan_prefix": [
                          ],
                          "table": "`states`",
                          "best_access_path": {
                            "considered_access_paths": [
                              {
                                "access_type": "scan",
                                "rows": 4120,
                                "cost": 836,
                                "chosen": true
                              }
                            ]
                          },
                          "cost_for_plan": 836,
                          "rows_for_plan": 4120,
                          "chosen": true
                        }
                      ]
                    }
                  ]
                }
              },
              {
                "considered_execution_plans": [
                  {
                    "plan_prefix": [
                    ],
                    "table": "`states`",
                    "best_access_path": {
                      "considered_access_paths": [
                        {
                          "access_type": "scan",
                          "rows": 4120,
                          "cost": 836,
                          "chosen": true
                        }
                      ]
                    },
                    "cost_for_plan": 836,
                    "rows_for_plan": 4120,
                    "semijoin_strategy_choice": [
                      {
                        "strategy": "MaterializeScan",
                        "choice": "deferred"
                      }
                    ],
                    "rest_of_plan": [
                      {
                        "plan_prefix": [
                          "`states`"
                        ],
                        "table": "`countries`",
                        "best_access_path": {
                          "considered_access_paths": [
                            {
                              "access_type": "ref",
                              "index": "PRIMARY",
                              "rows": 1,
                              "cost": 4120.2,
                              "chosen": true
                            },
                            {
                              "access_type": "scan",
                              "using_join_cache": true,
                              "rows": 185,
                              "cost": 152453,
                              "chosen": false
                            }
                          ]
                        },
                        "cost_for_plan": 5780,
                        "rows_for_plan": 4120,
                        "semijoin_strategy_choice": [
                          {
                            "strategy": "MaterializeScan",
                            "recalculate_access_paths_and_cost": {
                              "tables": [
                                {
                                  "table": "`countries`",
                                  "best_access_path": {
                                    "considered_access_paths": [
                                      {
                                        "access_type": "ref",
                                        "index": "PRIMARY",
                                        "rows": 1,
                                        "cost": 4120.2,
                                        "chosen": true
                                      },
                                      {
                                        "access_type": "scan",
                                        "using_join_cache": true,
                                        "rows": 185,
                                        "cost": 152453,
                                        "chosen": false
                                      }
                                    ]
                                  }
                                }
                              ]
                            },
                            "cost": 7430,
                            "rows": 1,
                            "duplicate_tables_left": true,
                            "chosen": true
                          },
                          {
                            "strategy": "DuplicatesWeedout",
                            "cost": 6606.2,
                            "rows": 1,
                            "duplicate_tables_left": false,
                            "chosen": true
                          }
                        ],
                        "chosen": true
                      }
                    ]
                  },
                  {
                    "plan_prefix": [
                    ],
                    "table": "`countries`",
                    "best_access_path": {
                      "considered_access_paths": [
                        {
                          "access_type": "ref",
                          "index": "PRIMARY",
                          "usable": false,
                          "chosen": false
                        },
                        {
                          "access_type": "scan",
                          "rows": 246,
                          "cost": 50.2,
                          "chosen": true
                        }
                      ]
                    },
                    "cost_for_plan": 50.2,
                    "rows_for_plan": 246,
                    "semijoin_strategy_choice": [
                    ],
                    "rest_of_plan": [
                      {
                        "plan_prefix": [
                          "`countries`"
                        ],
                        "table": "`states`",
                        "best_access_path": {
                          "considered_access_paths": [
                            {
                              "access_type": "scan",
                              "using_join_cache": true,
                              "rows": 4120,
                              "cost": 202721,
                              "chosen": true
                            }
                          ]
                        },
                        "cost_for_plan": 202771,
                        "rows_for_plan": 1.01e6,
                        "semijoin_strategy_choice": [
                          {
                            "strategy": "FirstMatch",
                            "recalculate_access_paths_and_cost": {
                              "tables": [
                                {
                                  "table": "`states`",
                                  "best_access_path": {
                                    "considered_access_paths": [
                                      {
                                        "access_type": "scan",
                                        "using_join_cache": true,
                                        "rows": 4120,
                                        "cost": 202721,
                                        "chosen": true
                                      }
                                    ]
                                  }
                                }
                              ]
                            },
                            "cost": 202771,
                            "rows": 246,
                            "chosen": true
                          },
                          {
                            "strategy": "MaterializeLookup",
                            "cost": 1761.4,
                            "rows": 246,
                            "duplicate_tables_left": false,
                            "chosen": true
                          },
                          {
                            "strategy": "DuplicatesWeedout",
                            "cost": 405527,
                            "rows": 246,
                            "duplicate_tables_left": false,
                            "chosen": false
                          }
                        ],
                        "chosen": true
                      }
                    ]
                  },
                  {
                    "final_semijoin_strategy": "MaterializeLookup"
                  }
                ]
              },
              {
                "creating_tmp_table": {
                  "tmp_table_info": {
                    "row_length": 5,
                    "key_length": 4,
                    "unique_constraint": false,
                    "location": "memory (heap)",
                    "row_limit_estimate": 3355443
                  }
                }
              },
              {
                "attaching_conditions_to_tables": {
                  "original_condition": "(`<subquery2>`.`country_id` = `countries`.`id`)",
                  "attached_conditions_computation": [
                  ],
                  "attached_conditions_summary": [
                    {
                      "table": "`countries`",
                      "attached": "(`countries`.`id` is not null)"
                    },
                    {
                      "table": "``.`<subquery2>`",
                      "attached": null
                    },
                    {
                      "table": "`states`",
                      "attached": null
                    }
                  ]
                }
              },
              {
                "refine_plan": [
                  {
                    "table": "`countries`",
                    "access_type": "table_scan"
                  },
                  {
                    "table": "``.`<subquery2>`"
                  },
                  {
                    "table": "`states`",
                    "access_type": "table_scan"
                  }
                ]
              }
            ]
          }
        },
        {
          "join_explain": {
            "select#": 1,
            "steps": [
            ]
          }
        }
      ]
    }
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  • 原文地址:https://www.cnblogs.com/youge-OneSQL/p/9544214.html
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